We have recently observed a convergence of technologies to foster the emergence of
lifelogging as a mainstream activity. Computer storage has become significantly cheaper …

There is growing interest in speech models that can learn from unlabelled speech paired
with visual context. Here we study how a visually grounded speech model, trained on …

During language acquisition, infants have the benefit of visual cues to ground spoken
language. Robots similarly have access to audio and visual sensors. Recent work has …

User interaction data (eg, click data) has proven to be a powerful signal for learning-to-rank
models in web search. However, such models require observing multiple interactions across …

We propose a method to try to model fashionable dresses in this paper. We first discover
common visual patterns that appear in dress images using a human-in-the-loop, active …

Semantic understanding of images has been an important topic in the research community
for a long time as it is an important prerequisite to build meaningful retrieval systems which …

Email has been an essential communication medium for many years. As a result, the
information accumulated in our mailboxes has become valuable for all of our personal and …

We argue that mainly due to technical innovation in the landscape of annotation tools, a
conceptual change in annotation models and processes is also on the horizon. It is …

Mobile devices are becoming a primary medium for personal information gathering,
management, and sharing. Managing personal image data on mobile platforms is a difficult …

Lifelogging devices, which seamlessly gather various data about a user as they go about
their daily life, have resulted in users amassing large collections of noisy photographs (eg …